Accurate Numerical Implementation of the Continuous-Discrete Extended Kalman Filter
From MaRDI portal
Publication:2983315
DOI10.1109/TAC.2013.2272136zbMath1360.93700OpenAlexW2096897575MaRDI QIDQ2983315
No author found.
Publication date: 16 May 2017
Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1109/tac.2013.2272136
Filtering in stochastic control theory (93E11) Numerical solutions to stochastic differential and integral equations (65C30)
Related Items (29)
Importance sampling for Kolmogorov backward equations ⋮ Stability analysis of extended, cubature and unscented Kalman filters for estimating stiff continuous-discrete stochastic systems ⋮ Continuous-discrete unscented Kalman filtering framework by MATLAB ODE solvers and square-root methods ⋮ Two filtering methods of forecasting linear and nonlinear dynamics of intensive longitudinal data ⋮ Accurate cubature and extended Kalman filtering methods for estimating continuous-time nonlinear stochastic systems with discrete measurements ⋮ The continuous-discrete extended Kalman filter revisited ⋮ High-order accurate continuous-discrete extended Kalman filter for chemical engineering ⋮ NIRK-based accurate continuous-discrete extended Kalman filters for estimating continuous-time stochastic target tracking models ⋮ New third- and fourth-order singly diagonally implicit two-step peer triples with local and global error controls for solving stiff ordinary differential equations ⋮ Variable-stepsize doubly quasi-consistent singly diagonally implicit two-step peer pairs for solving stiff ordinary differential equations ⋮ Square-root algorithms for maximum correntropy estimation of linear discrete-time systems in presence of non-Gaussian noise ⋮ On derivative-free extended Kalman filtering and its Matlab-oriented square-root implementations for state estimation in continuous-discrete nonlinear stochastic systems ⋮ Universal MATLAB‐based square‐root solutions in the family of continuous‐discrete Gaussian filters for state estimation in nonlinear stochastic dynamic systems ⋮ Accuracy analysis of numerical simulations and noisy data assimilations in two-dimensional stochastic neural fields with infinite signal transmission speed ⋮ Estimation of nonlinear mixed‐effects continuous‐time models using the continuous‐discrete extended Kalman filter ⋮ SVD-based factored-form cubature Kalman filtering for continuous-time stochastic systems with discrete measurements ⋮ Nested implicit Runge-Kutta pairs of Gauss and Lobatto types with local and global error controls for stiff ordinary differential equations ⋮ Accurate state estimation of stiff continuous-time stochastic models in chemical and other engineering ⋮ Embedded symmetric nested implicit Runge-Kutta methods of Gauss and Lobatto types for solving stiff ordinary differential equations and Hamiltonian systems ⋮ Practical implementation of extended Kalman filtering in chemical systems with sparse measurements ⋮ Square-root filtering via covariance SVD factors in the accurate continuous-discrete extended-cubature Kalman filter ⋮ NIRK-based Cholesky-factorized square-root accurate continuous-discrete unscented Kalman filters for state estimation in nonlinear continuous-time stochastic models with discrete measurements ⋮ Representing sudden shifts in intensive dyadic interaction data using differential equation models with regime switching ⋮ MATLAB-based general approach for square-root extended-unscented and fifth-degree cubature Kalman filtering methods ⋮ A state predictor for continuous-time stochastic systems ⋮ Fitting nonlinear ordinary differential equation models with random effects and unknown initial conditions using the stochastic approximation expectation-maximization (SAEM) algorithm ⋮ Estimating the State in Stiff Continuous-Time Stochastic Systems within Extended Kalman Filtering ⋮ A Singly Diagonally Implicit Two-Step Peer Triple with Global Error Control for Stiff Ordinary Differential Equations ⋮ Efficient extended cubature Kalman filtering for nonlinear target tracking
This page was built for publication: Accurate Numerical Implementation of the Continuous-Discrete Extended Kalman Filter